Docs: Add Content Library Page to the docs #13335
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alamb
commented
Nov 10, 2024
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| - **2020-02-27**: How Query Engines Work [Online Book](https://andygrove.io/2020/02/how-query-engines-work/) | ||
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| ## ✨ Good Reads |
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Rendering of the notion page is much nicer:
I started trying to replicate the formatting with ChatGPT but it still needs cleaning up.
Here is the raw markdown from Notion (when I exporte the notion site as markdown):
📚 DF Content Library
🧭 Foundational Contents
- 2024-06-13 2024 ACM SIGMOD International Conference on Management of Data Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine (talk) slides, recording, paper
- 2024-06-07 https://www.youtube.com/watch?v=-DpKcPfnNms&t=5s
- 2023-04-05 The Apache Arrow DataFusion Architecture Part 3: Physical Plan and Execution. slides, recording
- 2023-04-04 The Apache Arrow DataFusion Architecture Part 2: Logical Plans and Expressions. slides, recording
- 2023-03-31 The Apache Arrow DataFusion Architecture Part 1: Query Engines. slides, recording
- 2020-02-27 https://andygrove.io/2020/02/how-query-engines-work/
✨ Good Reads
- 2024-10-16 https://www.letsql.com/posts/candle-image-segmentation/
- 2024-09-23 → 2024-12-02 Carnegie Mellon University: Database Building Blocks Seminar Series - Fall 2024
- 2024-10-28 https://www.youtube.com/watch?v=fltZMO8EGl0&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=6
- 2024-10-21 https://www.youtube.com/watch?v=tyM-ec1lKfU&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=5
- 2024-10-07 https://www.youtube.com/watch?v=Vxb8TELNM98&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=4
- 2024-09-23 https://www.youtube.com/watch?v=iJhRbDFJjbg&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=2
- 2024-09-30 https://www.youtube.com/watch?v=o59s0d3HE1k&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=3
- 2024-09-17 https://www.youtube.com/watch?v=2z11xtYw_xs
- 2024-08-25 Pydantic/logfire: We're changing database
- 2024-08-15 https://www.youtube.com/watch?v=RVLshX6fbds
- 2024-08-14 https://uwheel.rs/post/datafusion_uwheel/
- 2024-06-17 https://blog.lancedb.com/columnar-file-readers-in-depth-apis-and-fusion/
- 2024-06-14 2024 Simplicity in Management of Data (SiMOD) DataFusion: The Case for Building Open Data Systems (keynote) slides
- 2024-05-29 https://cube.dev/blog/query-push-down-in-cubes-semantic-layer
- 2024-03-26 → 2024-06-26 Building InfluxDB 3.0 (and other systems) without starting from "scratch" with Apache DataFusion
- 2024-06-26 Microsoft Gray Systems Lab: Building InfluxDB 3.0 (and other systems) without starting from "scratch" with Apache DataFusion slides
- 2024-03-26 DataCouncil 2024: Building InfluxDB 3.0 with Apache Arrow, DataFusion, Flight and Parquet. slides, recording
- 2024-03-20 https://www.youtube.com/watch?v=P3dXH61Kr5U
- 2024-03-18 https://www.influxdata.com/blog/making-recent-value-queries-hundreds-times-faster/
- 2023-10-25 https://www.influxdata.com/blog/flight-datafusion-arrow-parquet-fdap-architecture-influxdb/
- 2023-09-26 https://www.kamu.dev/blog/2023-09-datafusion-flightsql/
- 2023-08-15https://www.synnada.ai/blog/running-window-query-in-stream-processing
- 2023-08-05 InfluxData: Aggregating Millions of Groups Fast in Apache Arrow DataFusion. InfluxData, DataFusion.
- 2023-07-28https://www.synnada.ai/blog/sliding-window-hash-join-swhj
- 2023-07-13https://www.synnada.ai/blog/probabilistic-data-structures-in-streaming-count-min-sketch
- 2023-05-25 https://www.youtube.com/watch?v=NEL6DluUxgw
- 2023-02-20https://www.synnada.ai/blog/general-purpose-stream-joins-via-pruning-symmetric-hash-joins
- 2023-02-15 → 2023-09-27 Implementing InfluxDB IOx, "from scratch" using Apache Arrow, DataFusion, and Rust
- 2023-09-27 MIT Database Group: Implementing InfluxDB IOx, "from scratch" using Apache Arrow, DataFusion, and Rust. slides
- 2023-06-02 [Dutch Seminar on Database System Design]: Implementing InfluxDB IOx, "from scratch" using Apache Arrow, DataFusion, and Rust. slides, recording
- 2023-02-15 [Invited Talk at Optum Labs]: Building a new time series database "from scratch" Using Apache Arrow, Parquet, DataFusion and Rust slides,
- 2023-01-01 https://andygrove.io/2023/01/what-i-want-from-datafusion-2023/
- 2022-12-07 https://www.influxdata.com/blog/querying-parquet-millisecond-latency/
- 2022-06-27 [DataBricks Data+AI Summit]: DataFusion and Arrow: Supercharge Your Data Analytical Tool with a Rusty Query Engine. slides, recording
- 2022-05-23 [The Data Thread 2022]: Apache Arrow and DataFusion: Changing the Game for Implementing Database Systems. slides, recording
- 2021-03-10 [InfluxData Tech Talk]: Query Engine Design and the Rust-Based DataFusion in Apache Arrow. slides (Google Slides, Slideshare), recording
📅 Release Notes & Updates
- 2024-07-24 https://datafusion.apache.org/blog/2024/07/24/datafusion-40.0.0/
- 2024-01-19 https://datafusion.apache.org/blog/2024/01/19/datafusion-34.0.0/
- 2023-06-24 https://arrow.apache.org/blog/2023/06/24/datafusion-25.0.0/
- 2023-01-19 https://arrow.apache.org/blog/2023/01/19/datafusion-16.0.0/
- 2023-01-01 https://andygrove.io/2023/01/what-i-want-from-datafusion-2023/
- 2022-10-25 https://arrow.apache.org/blog/2022/10/25/datafusion-13.0.0/
- 2022-05-16 https://arrow.apache.org/blog/2022/05/16/datafusion-8.0.0/
- 2022-02-28 https://arrow.apache.org/blog/2022/02/28/datafusion-7.0.0/
- 2021-11-19 https://arrow.apache.org/blog/2021/11/19/datafusion-6.0.0/
- 2021-08-18 https://arrow.apache.org/blog/2021/08/18/datafusion-5.0.0/
- 2019-09-22 https://andygrove.io/2019/09/datafusion-0.15.0-release-notes/
🌎 Community Events
- 2025-01-15 (Upcoming) Boston Apache DataFusion Meetup
- 2024-12-18 (Upcoming) Chicago Apache DataFusion Meetup
- 2024-09-27 Belgrade Apache DataFusion Meetup, recap, slides, recordings
- 2024-06-26 New York City Apache DataFusion Meetup. slides
- 2024-06-25 San Francisco Bay Area Apache DataFusion Meetup. slides
- 2024-03-27 Austin Apache DataFusion Meetup. slides, recording
Source
# 📚 DF Content Library
# 🧭 Foundational Contents
- **2024-06-13** 2024 ACM SIGMOD International Conference on Management of Data Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine (talk) [slides](https://docs.google.com/presentation/d/1gqcxSNLGVwaqN0_yJtCbNm19-w5pqPuktII5_EDA6_k/edit#slide=id.p), [recording](https://youtu.be/-DpKcPfnNms), [paper](https://dl.acm.org/doi/10.1145/3626246.3653368)
- **2024-06-07** https://www.youtube.com/watch?v=-DpKcPfnNms&t=5s
- **2023-04-05** The Apache Arrow DataFusion Architecture Part 3: Physical Plan and Execution. [slides](https://docs.google.com/presentation/d/1cA2WQJ2qg6tx6y4Wf8FH2WVSm9JQ5UgmBWATHdik0hg), [recording](https://youtu.be/2jkWU3_w6z0)
- **2023-04-04** The Apache Arrow DataFusion Architecture Part 2: Logical Plans and Expressions. [slides](https://docs.google.com/presentation/d/1ypylM3-w60kVDW7Q6S99AHzvlBgciTdjsAfqNP85K30), [recording](https://youtu.be/EzZTLiSJnhY)
- **2023-03-31** The Apache Arrow DataFusion Architecture Part 1: Query Engines. [slides](https://docs.google.com/presentation/d/1D3GDVas-8y0sA4c8EOgdCvEjVND4s2E7I6zfs67Y4j8), [recording](https://youtu.be/NVKujPxwSBA)
- **2020-02-27** https://andygrove.io/2020/02/how-query-engines-work/
# ✨ Good Reads
- **2024-10-16** https://www.letsql.com/posts/candle-image-segmentation/
- **2024-09-23 → 2024-12-02** [Carnegie Mellon University: Database Building Blocks Seminar Series - Fall 2024](https://db.cs.cmu.edu/seminar2024/)
- **2024-10-28** https://www.youtube.com/watch?v=fltZMO8EGl0&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=6
- **2024-10-21** https://www.youtube.com/watch?v=tyM-ec1lKfU&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=5
- **2024-10-07** https://www.youtube.com/watch?v=Vxb8TELNM98&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=4
- **2024-09-23** https://www.youtube.com/watch?v=iJhRbDFJjbg&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=2
- **2024-09-30** https://www.youtube.com/watch?v=o59s0d3HE1k&list=PLSE8ODhjZXjZc2AdXq_Lc1JS62R48UX2L&index=3
- **2024-09-17** https://www.youtube.com/watch?v=2z11xtYw_xs
- **2024-08-25** [Pydantic/logfire: We're changing database](https://github.com/pydantic/logfire/issues/408)
- **2024-08-15** https://www.youtube.com/watch?v=RVLshX6fbds
- **2024-08-14** https://uwheel.rs/post/datafusion_uwheel/
- **2024-06-17** https://blog.lancedb.com/columnar-file-readers-in-depth-apis-and-fusion/
- **2024-06-14** [2024 Simplicity in Management of Data (SiMOD)](https://sfu-dis.github.io/simod/) DataFusion: The Case for Building Open Data Systems (keynote) [slides](https://docs.google.com/presentation/d/1K3EdknzkqU2LhWi_eNKXdcvNk0OEvk9AqTLqhZkPxuI/edit)
- **2024-05-29** https://cube.dev/blog/query-push-down-in-cubes-semantic-layer
- **2024-03-26 → 2024-06-26** Building InfluxDB 3.0 (and other systems) without starting from "scratch" with Apache DataFusion
- **2024-06-26** [Microsoft Gray Systems Lab:](https://www.microsoft.com/en-us/research/group/gray-systems-lab) Building InfluxDB 3.0 (and other systems) without starting from "scratch" with Apache DataFusion [slides](https://docs.google.com/presentation/d/1a4wHZij_69drdmD32TPombQ9zSaE6l26LZ87DAz2New/edit#slide=id.p)
- **2024-03-26** [DataCouncil 2024:](https://www.datacouncil.ai/talks24/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet?hsLang=en) Building InfluxDB 3.0 with Apache Arrow, DataFusion, Flight and Parquet. [slides](https://docs.google.com/presentation/d/12kdYHLyH79B5__9xs3de_hZyG9geW4jC3vUpiy39VA0), [recording](https://www.youtube.com/watch?v=I-Z7kFGsYRI)
- **2024-03-20** https://www.youtube.com/watch?v=P3dXH61Kr5U
- **2024-03-18** https://www.influxdata.com/blog/making-recent-value-queries-hundreds-times-faster/
- **2023-10-25** https://www.influxdata.com/blog/flight-datafusion-arrow-parquet-fdap-architecture-influxdb/
- **2023-09-26** https://www.kamu.dev/blog/2023-09-datafusion-flightsql/
- **2023-08-15**https://www.synnada.ai/blog/running-window-query-in-stream-processing
- **2023-08-05** InfluxData: Aggregating Millions of Groups Fast in Apache Arrow DataFusion. [InfluxData](https://www.influxdata.com/blog/aggregating-millions-groups-fast-apache-arrow-datafusion/), [DataFusion](https://arrow.apache.org/blog/2023/08/05/datafusion_fast_grouping/).
- **2023-07-28**https://www.synnada.ai/blog/sliding-window-hash-join-swhj
- **2023-07-13**https://www.synnada.ai/blog/probabilistic-data-structures-in-streaming-count-min-sketch
- **2023-05-25** https://www.youtube.com/watch?v=NEL6DluUxgw
- **2023-02-20**https://www.synnada.ai/blog/general-purpose-stream-joins-via-pruning-symmetric-hash-joins
- **2023-02-15 → 2023-09-27** Implementing InfluxDB IOx, "from scratch" using Apache Arrow, DataFusion, and Rust
- **2023-09-27** MIT Database Group: Implementing InfluxDB IOx, "from scratch" using Apache Arrow, DataFusion, and Rust. [slides](https://docs.google.com/presentation/d/1_JXxapY2jksCOm5hePK8FIjO3buDzsrBBy0jUEpJR4A)
- **2023-06-02** [[Dutch Seminar on Database System Design]](https://dsdsd.da.cwi.nl/past_talks/post_talks/Andrew-Lamb/): Implementing InfluxDB IOx, "from scratch" using Apache Arrow, DataFusion, and Rust. [slides](https://docs.google.com/presentation/d/1XTsO2zsHkgBCF6C0YVwk0BnhZzLBrm39oeapOBb-s9A), [recording](https://youtu.be/Y5K2Ik2oo-8)
- **2023-02-15** [Invited Talk at Optum Labs]: Building a new time series database "from scratch" Using Apache Arrow, Parquet, DataFusion and Rust [slides](https://docs.google.com/presentation/d/1SzqgTtSKVqpuFUDdOHhRNC3mLmJ7oyVp0OyrYwHvgPA),
- **2023-01-01** https://andygrove.io/2023/01/what-i-want-from-datafusion-2023/
- **2022-12-07** https://www.influxdata.com/blog/querying-parquet-millisecond-latency/
- **2022-06-27** [DataBricks Data+AI Summit]: DataFusion and Arrow: Supercharge Your Data Analytical Tool with a Rusty Query Engine. [slides](https://docs.google.com/presentation/d/1wLORMn23RD_sQ84W2w51s-Xysly5S8F5mGXzaeJ4QWY), [recording](https://www.databricks.com/dataaisummit/session/datafusion-and-arrow-supercharge-your-data-analytical-tool-rusty-query-engine)
- **2022-05-23** [The Data Thread 2022]: Apache Arrow and DataFusion: Changing the Game for Implementing Database Systems. [slides](https://docs.google.com/presentation/d/1Tkjfup5z_nsrBWIO7dXscEzC5toTQCXj0IsZeO3endc), [recording](https://www.youtube.com/watch?v=rb61lVH2vYc)
- **2021-03-10** [InfluxData Tech Talk]: Query Engine Design and the Rust-Based DataFusion in Apache Arrow. slides ([Google Slides](https://docs.google.com/presentation/d/1z_bmjqQk_WKsyQMfmIYssjJNYwLEkjGcoCAsv8D7XO0), [Slideshare](https://www.slideshare.net/influxdata/influxdb-iox-tech-talks-query-engine-design-and-the-rustbased-datafusion-in-apache-arrow-244161934)), [recording](https://www.youtube.com/watch?v=K6eCAVEk4kU)
# 📅 Release Notes & Updates
- **2024-07-24** https://datafusion.apache.org/blog/2024/07/24/datafusion-40.0.0/
- **2024-01-19** https://datafusion.apache.org/blog/2024/01/19/datafusion-34.0.0/
- **2023-06-24** https://arrow.apache.org/blog/2023/06/24/datafusion-25.0.0/
- **2023-01-19** https://arrow.apache.org/blog/2023/01/19/datafusion-16.0.0/
- **2023-01-01** https://andygrove.io/2023/01/what-i-want-from-datafusion-2023/
- **2022-10-25** https://arrow.apache.org/blog/2022/10/25/datafusion-13.0.0/
- **2022-05-16** https://arrow.apache.org/blog/2022/05/16/datafusion-8.0.0/
- **2022-02-28** https://arrow.apache.org/blog/2022/02/28/datafusion-7.0.0/
- **2021-11-19** https://arrow.apache.org/blog/2021/11/19/datafusion-6.0.0/
- **2021-08-18** https://arrow.apache.org/blog/2021/08/18/datafusion-5.0.0/
- **2019-09-22** https://andygrove.io/2019/09/datafusion-0.15.0-release-notes/
# 🌎 Community Events
- **2025-01-15** (Upcoming) [Boston Apache DataFusion Meetup](https://github.com/apache/datafusion/discussions/13165)
- **2024-12-18** (Upcoming) [Chicago Apache DataFusion Meetup](https://lu.ma/eq5myc5i)
- **2024-09-27** [Belgrade Apache DataFusion Meetup](https://lu.ma/tmwuz4lg), [recap](https://github.com/apache/datafusion/discussions/11431#discussioncomment-10832070), [slides](https://github.com/apache/datafusion/discussions/11431#discussioncomment-10826169), [recordings](https://www.youtube.com/watch?v=4huEsFFv6bQ&list=PLrhIfEjaw9ilQEczOQlHyMznabtVRptyX)
- **2024-06-26** [New York City Apache DataFusion Meetup](https://lu.ma/2iwba0xm). [slides](https://docs.google.com/presentation/d/1dOLPAFPEMLhLv4NN6O9QSDIyyeiIySqAjky5cVgdWAE/edit#slide=id.g26bebde4fcc_3_7)
- **2024-06-25** [San Francisco Bay Area Apache DataFusion Meetup](https://lu.ma/6bphole2). [slides](https://docs.google.com/presentation/d/1Oz2yGllrWBkNGyiRMLr8qXTt4vmvtJWuI_weGThaZak/edit#slide=id.g26bebde4fcc_3_7)
- **2024-03-27** [Austin Apache DataFusion Meetup](https://github.com/apache/datafusion/discussions/8522). [slides](https://docs.google.com/presentation/d/1S51TK8waxHEJaxi_-uiSMrgQZ09m_hfaasPk5X5ExEY), [recording](https://www.youtube.com/watch?v=q1N3pH3tFw8)
comphead
approved these changes
Nov 11, 2024
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Sounds good -- thanks @comphead -- I will try and get this first draft in the next day or two |
After thinking about this I changed the name to "Concepts, Readings, Events" which while a bit verbose I think gets the point across in a better way. I personally think the docs are looking pretty good now: 
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Let's merge this one in and we can continue iterating on the content as follow on PRs |
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Thanks again @comphead and @SamSynnada |
jonahgao
reviewed
Nov 14, 2024
| - **2024-06-26** [New York City Apache DataFusion Meetup](https://lu.ma/2iwba0xm). [slides](https://docs.google.com/presentation/d/1dOLPAFPEMLhLv4NN6O9QSDIyyeiIySqAjky5cVgdWAE/edit#slide=id.g26bebde4fcc_3_7) | ||
| - **2024-06-25** [San Francisco Bay Area Apache DataFusion Meetup](https://lu.ma/6bphole2). [slides](https://docs.google.com/presentation/d/1Oz2yGllrWBkNGyiRMLr8qXTt4vmvtJWuI_weGThaZak/edit#slide=id.g26bebde4fcc_3_7) | ||
| - **2024-03-27** [Austin Apache DataFusion Meetup](https://github.com/apache/datafusion/discussions/8522). [slides](https://docs.google.com/presentation/d/1S51TK8waxHEJaxi_-uiSMrgQZ09m_hfaasPk5X5ExEY), [recording](https://www.youtube.com/watch?v=q1N3pH3tFw8) | ||
| - **2024-03-26** [Seattle Apache DataFusion Meetup]( |
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This event seems incomplete and lacks links.
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Thank you. Nice catch. -- PR to fix: #13445
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Looking for help
Does anyone know how to automatically format the content links in the same / similar manner as the Notion page?
Which issue does this PR close?
Related to
Rationale for this change
@SamSynnada created a wonderful list of DataFusion related content here and I think posting it to the DataFusion website would be great
What changes are included in this PR?
Add a new page with the content in the 👉 DF Content Library
Are these changes tested?
N/A
Are there any user-facing changes?